Book Volume 9693 2016

Artificial Intelligence and Soft Computing

15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II

ISBN: 978-3-319-39383-4 (Print) 978-3-319-39384-1 (Online)

Table of contents (67 chapters)

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  1. Front Matter

    Pages I-XXIV

  2. Data Mining

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-13

      Improving Automatic Classifiers Through Interaction

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      Chapter

      Pages 14-26

      Frequent Closed Patterns Based Multiple Consensus Clustering

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      Chapter

      Pages 27-36

      Complexity of Rule Sets Induced from Data Sets with Many Lost and Attribute-Concept Values

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      Chapter

      Pages 37-48

      On the Cesàro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions

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      Chapter

      Pages 49-59

      Nonparametric Estimation of Edge Values of Regression Functions

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      Chapter

      Pages 60-72

      Hybrid Splitting Criterion in Decision Trees for Data Stream Mining

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      Chapter

      Pages 73-87

      Data Intensive vs Sliding Window Outlier Detection in the Stream Data — An Experimental Approach

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      Chapter

      Pages 88-101

      Towards Feature Selection for Appearance Models in Solar Event Tracking

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      Chapter

      Pages 102-113

      Text Mining with Hybrid Biclustering Algorithms

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      Chapter

      Pages 114-124

      A Modification of the Silhouette Index for the Improvement of Cluster Validity Assessment

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      Chapter

      Pages 125-133

      Similarities, Dissimilarities and Types of Inner Products for Data Analysis in the Context of Machine Learning

  3. Bioinformatics, Biometrics and Medical Applications

    1. Front Matter

      Pages 135-135

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      Chapter

      Pages 137-146

      Detection of Behavioral Data Based on Recordings from Energy Usage Sensor

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      Chapter

      Pages 147-158

      Regularization Methods for the Analytical Statistical Reconstruction Problem in Medical Computed Tomography

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      Chapter

      Pages 159-168

      A Case-Based Approach to Nosocomial Infection Detection

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      Chapter

      Pages 169-178

      Computational Classification of Melanocytic Skin Lesions

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      Chapter

      Pages 179-188

      Finding Free Schedules for RNA Secondary Structure Prediction

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      Chapter

      Pages 189-199

      A Kinect-Based Support System for Children with Autism Spectrum Disorder

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      Chapter

      Pages 200-209

      From Biometry to Signature-As-A-Service: The Idea, Architecture and Realization

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      Chapter

      Pages 210-217

      Self Organizing Maps for 3D Face Understanding

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      Chapter

      Pages 218-231

      A New Approach to the Dynamic Signature Verification Aimed at Minimizing the Number of Global Features

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